guillaume-chevalier / GloVe-as-a-TensorFlow-Embedding-Layer
Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.
☆90Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for GloVe-as-a-TensorFlow-Embedding-Layer
- An implementation of Hierchical Attention Networks for Document Classification in Keras.☆46Updated 3 years ago
- Keras implementation of Character-level CNN for Text Classification☆58Updated 6 years ago
- Implementation of ULMFit algorithm for text classification via transfer learning☆95Updated 5 years ago
- Interpretable Models for NLP using PyTorch☆105Updated 6 years ago
- A python library to compute rouge score for summarization☆58Updated 2 years ago
- The notes for Math, Machine Learning, Deep Learning and Research papers.☆53Updated 5 years ago
- Keras implementation of CoVe☆51Updated 6 years ago
- An original implementation of ACL 2017, "Question Answering through Transfer Learning from Large Fine-grained Supervision Data"☆59Updated 7 years ago
- PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment☆108Updated 6 years ago
- PyTorch deep learning models for text processing☆178Updated 5 years ago
- A spell checker built from GloVe word vectors☆81Updated 6 years ago
- Multilingual hierarchical attention networks toolkit☆78Updated 4 years ago
- SideNet: Neural Extractive Summarization with Side Information☆57Updated 4 years ago
- Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)☆82Updated 2 years ago
- Incremental learning of word embeddings with context informativeness.☆95Updated last year
- Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Process…☆250Updated 6 years ago
- Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014☆76Updated 6 years ago
- A Deep Generative Framework for Paraphrase Generation Implementaion☆77Updated 6 years ago
- A project on achieving Named-Entity Recognition using Deep Learning.☆25Updated 6 years ago
- Code for my blog post☆49Updated 6 years ago
- Neural network models for joint POS tagging and dependency parsing (CoNLL 2017-2018)☆158Updated 5 years ago
- Use RNNs to identify entities in news queries☆56Updated 8 years ago
- DAANet: Dual Ask-Answer Network for Machine Reading Comprehension☆146Updated 6 years ago
- 2019 NAACL NLI with Deep Learning tutorial site.☆31Updated 5 years ago
- Comparing Text Classification results using BERT embedding and ULMFIT embedding☆65Updated 5 years ago
- ACL 2018 paper: Probabilistic FastText for Multi-Sense Word Embeddings (Athiwaratkun et al., 2018)☆148Updated 6 years ago
- Code for the TACL paper "Overcoming Language Variation in Sentiment Analysis with Social Attention"☆46Updated 7 years ago
- Bidirectional Long-Short Term Memory tagger (bi-LSTM) (in DyNet) -- hierarchical (with word and character embeddings)☆123Updated last year
- Benchmarking text classification algorithms☆64Updated 7 years ago